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An Invitation to Computational Homotopy (Hardcover)
Loot Price: R3,737
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An Invitation to Computational Homotopy (Hardcover)
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An Invitation to Computational Homotopy is an introduction to
elementary algebraic topology for those with an interest in
computers and computer programming. It expertly illustrates how the
basics of the subject can be implemented on a computer through its
focus on fully-worked examples designed to develop problem solving
techniques. The transition from basic theory to practical
computation raises a range of non-trivial algorithmic issues which
will appeal to readers already familiar with basic theory and who
are interested in developing computational aspects. The book covers
a subset of standard introductory material on fundamental groups,
covering spaces, homology, cohomology and classifying spaces as
well as some less standard material on crossed modules. These
topics are covered in a way that hints at potential applications of
topology in areas of computer science and engineering outside the
usual territory of pure mathematics, and also in a way that
demonstrates how computers can be used to perform explicit
calculations within the domain of pure algebraic topology itself.
The initial chapters include in-depth examples from data mining,
biology and digital image analysis, while the later chapters cover
a range of computational examples on the cohomology of classifying
spaces that are likely beyond the reach of a purely paper-and-pen
approach to the subject. An Invitation to Computational Homotopy
serves as a self-contained and informal introduction to these
topics and their implementation in the sphere of computer science.
Written in a dynamic and engaging style, it skilfully showcases a
range of useful machine computations, and will serve as an
invaluable aid to graduate students working with algebraic
topology.
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